{"id":"W6911920876","doi":"10.5281/zenodo.15196133","title":"Hofmannophila pseudospretella","year":2023,"lang":"en","type":"article","venue":"Open MIND","topic":"Insects and Parasite Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PEST analysis; Larva; Pearl; Pest control; Czech","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001079211,0.00004931834,0.00004818453,0.00001556233,0.0001057133,0.00007836884,0.0002578327,0.00002339338,0.07555752],"category_scores_gemma":[0.000009718308,0.00004321541,0.00002029282,0.0002136995,0.00003370515,0.0001727058,0.0002319063,0.00005301543,0.1009877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002323804,"about_ca_system_score_gemma":0.000003825519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002609099,"about_ca_topic_score_gemma":0.0004306337,"domain_scores_codex":[0.999532,0.00001373578,0.00007100625,0.0001601134,0.00008770914,0.000135427],"domain_scores_gemma":[0.9997554,0.00002667601,0.00002036326,0.00015275,0.000001840005,0.00004300106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004621555,0.0001095042,0.04040758,0.000001858727,0.0000272286,0.0001860456,0.002671835,0.003023323,0.05572684,0.00006112452,0.5570292,0.3407092],"study_design_scores_gemma":[0.00009965403,0.00003017825,0.02723052,0.000004300999,0.000004087949,0.000007896942,0.00007202848,0.001077784,0.005070506,0.0001330375,0.966168,0.0001019696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5791825,6.506353e-7,0.000003653042,0.0001466367,0.0001580683,0.00007533031,0.000004595499,0.000001884873,0.4204267],"genre_scores_gemma":[0.9223793,0.000002736391,0.0007222465,0.00007749529,0.00003008953,0.000006769876,0.000008405068,0.000005739844,0.07676726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4091389,"threshold_uncertainty_score":0.9252875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04716744380159543,"score_gpt":0.3347468603522806,"score_spread":0.2875794165506851,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}